chaiml-nis-cogito32b-dp_55758

developer_uid: NischayDnk

submission_id: chaiml-nis-cogito32b-dp_55758_v3

model_name: chaiml-nis-cogito32b-dp_55758_v3

model_group: ChaiML/nis-cogito32b-dpo

status: torndown

timestamp: 2025-04-23T07:19:01+00:00

num_battles: 10271

num_wins: 5539

celo_rating: 1318.04

family_friendly_score: 0.5194

family_friendly_standard_error: 0.00706574327300391

submission_type: basic

model_repo: ChaiML/nis-cogito32b-dpoexp1-s2-pref1320v2dpo

model_architecture: Qwen2ForCausalLM

model_num_parameters: 32759331840.0

best_of: 5

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.39130343311889604, 'latency_mean': 2.5555069410800932, 'latency_p50': 2.5396981239318848, 'latency_p90': 2.861998128890991}, {'batch_size': 3, 'throughput': 0.8693801790570335, 'latency_mean': 3.4344929957389834, 'latency_p50': 3.4555623531341553, 'latency_p90': 3.7933604955673217}, {'batch_size': 5, 'throughput': 1.1888123362272127, 'latency_mean': 4.188551441431046, 'latency_p50': 4.2015708684921265, 'latency_p90': 4.62515504360199}, {'batch_size': 6, 'throughput': 1.2943817293182949, 'latency_mean': 4.591269862651825, 'latency_p50': 4.584360957145691, 'latency_p90': 5.225927090644836}, {'batch_size': 8, 'throughput': 1.4730413806475708, 'latency_mean': 5.379073096513748, 'latency_p50': 5.370059370994568, 'latency_p90': 6.111300539970397}, {'batch_size': 10, 'throughput': 1.5946248112833785, 'latency_mean': 6.1940684902668, 'latency_p50': 6.150496125221252, 'latency_p90': 6.950299620628357}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: chaiml-nis-cogito32b-dp_55758_v3

is_internal_developer: False

language_model: ChaiML/nis-cogito32b-dpoexp1-s2-pref1320v2dpo

model_size: 33B

ranking_group: single

throughput_3p7s: 1.0

us_pacific_date: 2025-04-23

win_ratio: 0.5392853665660597

generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 40, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['<|im_start|>', '<|im_end|>', '\n'], 'max_input_tokens': 768, 'best_of': 5, 'max_output_tokens': 64}

formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', 'truncate_by_message': False}

Resubmit model

Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-nis-cogito32b-dp-55758-v3-mkmlizer
Waiting for job on chaiml-nis-cogito32b-dp-55758-v3-mkmlizer to finish
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: ║       /___/                                                         ║
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: Downloaded to shared memory in 84.308s
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpqbbx97xu, device:0
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: quantized model in 64.228s
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: Processed model ChaiML/nis-cogito32b-dpoexp1-s2-pref1320v2dpo in 148.536s
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v3
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v3/config.json
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v3/added_tokens.json
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v3/tokenizer_config.json
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v3/special_tokens_map.json
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v3/merges.txt
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v3/vocab.json
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v3/tokenizer.json
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v3/flywheel_model.2.safetensors
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v3/flywheel_model.1.safetensors
chaiml-nis-cogito32b-dp-55758-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v3/flywheel_model.0.safetensors
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Job chaiml-nis-cogito32b-dp-55758-v3-mkmlizer completed after 186.25s with status: succeeded
Stopping job with name chaiml-nis-cogito32b-dp-55758-v3-mkmlizer
Pipeline stage MKMLizer completed in 186.76s
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Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nis-cogito32b-dp-55758-v3
Waiting for inference service chaiml-nis-cogito32b-dp-55758-v3 to be ready
Failed to get response for submission blend_luleb_2025-04-14: HTTPConnectionPool(host='nischaydnk-exp14-exp9dp-94555-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Max retries exceeded with url: /v1/models/GPT-J-6B-lit-v2:predict (Caused by ConnectTimeoutError(<urllib3.connection.HTTPConnection object at 0x7d006c37ae50>, 'Connection to nischaydnk-exp14-exp9dp-94555-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com timed out. (connect timeout=12.0)'))
Inference service chaiml-nis-cogito32b-dp-55758-v3 ready after 130.44270873069763s
Pipeline stage MKMLDeployer completed in 131.00s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.0908823013305664s
Received healthy response to inference request in 2.6828653812408447s
Received healthy response to inference request in 2.6772401332855225s
Received healthy response to inference request in 2.9548184871673584s
Received healthy response to inference request in 2.5346200466156006s
5 requests
0 failed requests
5th percentile: 2.563144063949585
10th percentile: 2.5916680812835695
20th percentile: 2.648716115951538
30th percentile: 2.678365182876587
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50th percentile: 2.6828653812408447
60th percentile: 2.79164662361145
70th percentile: 2.9004278659820555
80th percentile: 2.98203125
90th percentile: 3.0364567756652834
95th percentile: 3.063669538497925
99th percentile: 3.085439748764038
mean time: 2.7880852699279783
Pipeline stage StressChecker completed in 15.35s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.83s
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chaiml-nis-cogito32b-dp_55758_v3 status is now inactive due to auto deactivation removed underperforming models
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